Period
to 20 September 2018

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Kimball Methodology skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Kimball Methodology over the 6 months to 20 September 2018 with a comparison to the same period in the previous 2 years.

The Kimball Lifecycle
England > London
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 531 565 519
Rank change year-on-year +34 -46 +106
Permanent jobs citing Kimball Methodology 289 302 385
As % of all permanent IT jobs advertised in London 0.42% 0.40% 0.48%
As % of the Processes & Methodologies category 0.46% 0.43% 0.53%
Number of salaries quoted 217 224 327
London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% -
10th Percentile £42,500 £43,000 £43,750
90th Percentile £100,000 £76,250 £80,000
England median annual salary £52,500 £50,000 £54,000
% change year-on-year +5.00% -7.41% +2.86%

Kimball Methodology is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 62,978 69,532 73,316
As % of all permanent IT jobs advertised in London 91.72% 92.76% 92.19%
Number of salaries quoted 50,422 53,297 63,467
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £35,000 £35,000 £33,500
90th Percentile £95,000 £90,000 £87,500
England median annual salary £50,000 £50,000 £50,000

Kimball Methodology
Job Vacancy Trend in London

Job postings citing Kimball Methodology as a percentage of all IT jobs advertised in London.

Job vacancy trend for Kimball Methodology in London

Kimball Methodology
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Kimball Methodology in London.

Salary trend for Kimball Methodology in London

Kimball Methodology
Salary Histogram in London

The salary distribution of IT jobs citing Kimball Methodology in London over the 6 months to 20 September 2018.

Salary histogram for Kimball Methodology in London

Kimball Methodology
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kimball Methodology within the London region over the 6 months to 20 September 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -2 57 £67,500 +28.57% 7
South London +16 19 £60,000 +20.00% 2
West London +34 7 £55,000 - 4
East London -5 4 £60,000 -4.00%
Kimball Methodology
England

For the 6 months to 20 September 2018, IT jobs citing Kimball Methodology also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for Kimball Methodology.

1 270 (93.43%) Data Warehouse
2 229 (79.24%) SQL Server
3 206 (71.28%) SQL
4 196 (67.82%) ETL
5 194 (67.13%) Business Intelligence
6 187 (64.71%) SQL Server Integration Services
7 132 (45.67%) Agile Software Development
8 128 (44.29%) Finance
9 114 (39.45%) Microsoft
10 111 (38.41%) SQL Server Analysis Services
11 101 (34.95%) Oracle
12 99 (34.26%) SQL Server Reporting Services
13 96 (33.22%) Analytics
14 92 (31.83%) Dimensional Modelling
15 86 (29.76%) T-SQL
16 81 (28.03%) Power BI
17 78 (26.99%) Big Data
18 73 (25.26%) Banking
19 72 (24.91%) OLAP
20 63 (21.80%) Relational Database
21 61 (21.11%) Web Services
22 59 (20.42%) XML
23 56 (19.38%) .NET
24 55 (19.03%) Data Modelling
24 55 (19.03%) Hadoop
24 55 (19.03%) Data Quality
25 54 (18.69%) Inmon Methodology
26 51 (17.65%) Performance Tuning
27 49 (16.96%) Data Integration
28 46 (15.92%) Data Governance

Kimball Methodology
Co-occurring IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 31 (10.73%) Apache
1 31 (10.73%) SAS
2 30 (10.38%) IIS
3 12 (4.15%) Apache Spark
4 5 (1.73%) SharePoint
5 2 (0.69%) CMS
5 2 (0.69%) Sitecore CMS
6 1 (0.35%) SharePoint 2010
6 1 (0.35%) SharePoint 2013
Applications
1 24 (8.30%) Microsoft Excel
2 7 (2.42%) MS Visio
3 4 (1.38%) Spreadsheet
Business Applications
1 5 (1.73%) Salesforce.com CRM
2 2 (0.69%) SAP Business One
3 1 (0.35%) Cognos Business Intelligence
3 1 (0.35%) Dynamics AX
3 1 (0.35%) Dynamics CRM
Cloud Services
1 36 (12.46%) Microsoft Azure
2 15 (5.19%) Amazon AWS
3 8 (2.77%) Data Lake Analytics
4 6 (2.08%) Azure Data Factory
5 4 (1.38%) IaaS
5 4 (1.38%) SaaS
6 3 (1.04%) Google Cloud Platform
6 3 (1.04%) PaaS
7 2 (0.69%) Cloud Computing
7 2 (0.69%) GitHub
8 1 (0.35%) Amazon S3
Database & Business Intelligence
1 270 (93.43%) Data Warehouse
2 229 (79.24%) SQL Server
3 187 (64.71%) SQL Server Integration Services
4 111 (38.41%) SQL Server Analysis Services
5 99 (34.26%) SQL Server Reporting Services
6 81 (28.03%) Power BI
7 78 (26.99%) Big Data
8 72 (24.91%) OLAP
9 63 (21.80%) Relational Database
10 55 (19.03%) Hadoop
11 43 (14.88%) SQL Server 2008
12 38 (13.15%) SQL Server 2012
13 36 (12.46%) Microsoft Analysis Services
14 34 (11.76%) Data Lake
15 32 (11.07%) Oracle OLAP
16 30 (10.38%) SQL Server 2016
17 27 (9.34%) Oracle ODI
17 27 (9.34%) SQL Server 2014
18 26 (9.00%) Star Schema
19 25 (8.65%) Base SAS
Development Applications
1 26 (9.00%) Visual Studio
2 19 (6.57%) Team Foundation Server
3 10 (3.46%) Visual Studio Team System
4 6 (2.08%) Git (software)
5 4 (1.38%) JIRA
5 4 (1.38%) SQL Server Management Studio (SSMS)
6 2 (0.69%) ER Studio
6 2 (0.69%) ERwin
6 2 (0.69%) Jenkins
7 1 (0.35%) RStudio
7 1 (0.35%) Subversion
General
1 128 (44.29%) Finance
2 73 (25.26%) Banking
3 32 (11.07%) Investment Banking
4 27 (9.34%) Marketing
5 17 (5.88%) Games
6 14 (4.84%) Corporate Banking
7 9 (3.11%) Advertising
8 4 (1.38%) Back Office
8 4 (1.38%) Legal
9 3 (1.04%) Retail
Job Titles
1 172 (59.52%) Developer
2 97 (33.56%) Business Intelligence Developer
3 71 (24.57%) SQL Developer
4 51 (17.65%) Data Warehouse Developer
5 38 (13.15%) SSIS Developer
6 37 (12.80%) SQL BI Developer
7 33 (11.42%) Architect
7 33 (11.42%) ETL Developer
8 31 (10.73%) Data Architect
9 27 (9.34%) SSAS Developer
10 26 (9.00%) SQL Server Developer
11 25 (8.65%) Senior Developer
12 22 (7.61%) SSRS Developer
13 21 (7.27%) Analyst
14 19 (6.57%) Oracle Developer
15 18 (6.23%) Business Developer
15 18 (6.23%) Business Intelligence Architect
16 17 (5.88%) Oracle Data Warehouse Developer
16 17 (5.88%) Senior Business Intelligence Developer
17 15 (5.19%) Business Intelligence Lead
Libraries, Frameworks & Software Standards
1 61 (21.11%) Web Services
2 59 (20.42%) XML
3 56 (19.38%) .NET
4 32 (11.07%) JSON
5 31 (10.73%) HTML
6 28 (9.69%) MDX
7 25 (8.65%) JSP
8 23 (7.96%) Kafka
9 15 (5.19%) Oracle GoldenGate
10 6 (2.08%) LAMP
11 4 (1.38%) COM
11 4 (1.38%) XSD
11 4 (1.38%) XSLT
12 2 (0.69%) LAPP Stack
12 2 (0.69%) RabbitMQ
13 1 (0.35%) PySpark
Miscellaneous
1 45 (15.57%) Credit Risk
2 33 (11.42%) Analytical Skills
3 31 (10.73%) Market Risk
4 27 (9.34%) Management Information System
5 23 (7.96%) Greenfield Project
6 18 (6.23%) Fintech
7 17 (5.88%) Replication
8 14 (4.84%) Computer Science
8 14 (4.84%) Equities
8 14 (4.84%) Reference Data
9 10 (3.46%) Data Structures
10 9 (3.11%) Self-Motivation
11 4 (1.38%) Enterprise Software
11 4 (1.38%) Online Games
11 4 (1.38%) Reinsurance
12 2 (0.69%) Digital Media
13 1 (0.35%) Data Centre
13 1 (0.35%) Fixed Income
13 1 (0.35%) N-Tier
13 1 (0.35%) Social Media
Operating Systems
1 35 (12.11%) Windows
2 31 (10.73%) AIX
2 31 (10.73%) HPUX
2 31 (10.73%) Solaris
2 31 (10.73%) Unix
3 4 (1.38%) Windows Server
3 4 (1.38%) Windows Server 2012
4 2 (0.69%) Linux
Processes & Methodologies
1 196 (67.82%) ETL
2 194 (67.13%) Business Intelligence
3 132 (45.67%) Agile Software Development
4 96 (33.22%) Analytics
5 92 (31.83%) Dimensional Modelling
6 55 (19.03%) Data Modelling
7 54 (18.69%) Inmon Methodology
8 51 (17.65%) Performance Tuning
9 49 (16.96%) Data Integration
10 46 (15.92%) Data Governance
11 41 (14.19%) Visualisation
12 38 (13.15%) Data Management
13 34 (11.76%) Data Architecture
14 33 (11.42%) Technical Architecture
15 32 (11.07%) Problem-Solving
15 32 (11.07%) Project Management
16 30 (10.38%) Data Analysis
17 28 (9.69%) Data Visualisation
18 27 (9.34%) ETL Development
19 26 (9.00%) Information Management
Programming Languages
1 206 (71.28%) SQL
2 86 (29.76%) T-SQL
3 39 (13.49%) Java
4 35 (12.11%) C#
5 31 (10.73%) PL/SQL
6 29 (10.03%) Python
7 17 (5.88%) Data Analysis Expressions (DAX)
8 15 (5.19%) R
9 6 (2.08%) VB
10 5 (1.73%) JavaScript
10 5 (1.73%) PowerShell
11 4 (1.38%) VB.NET
12 2 (0.69%) HiveQL
12 2 (0.69%) Scala
12 2 (0.69%) Shell Script
12 2 (0.69%) U-SQL
12 2 (0.69%) VBA
Qualifications
1 22 (7.61%) Degree
2 13 (4.50%) Computer Science Degree
3 5 (1.73%) MCSE
3 5 (1.73%) MCT
3 5 (1.73%) Microsoft Certification
4 3 (1.04%) Master's Degree
Quality Assurance & Compliance
1 55 (19.03%) Data Quality
2 22 (7.61%) QA
3 17 (5.88%) GDPR
4 1 (0.35%) IFRS
System Software
1 7 (2.42%) HDFS
2 4 (1.38%) Docker
Systems Management
1 7 (2.42%) Ambari
2 2 (0.69%) Consul
2 2 (0.69%) Kubernetes
2 2 (0.69%) Terraform
3 1 (0.35%) Kibana
Vendors
1 114 (39.45%) Microsoft
2 101 (34.95%) Oracle
3 34 (11.76%) Tableau
4 20 (6.92%) Informatica
5 19 (6.57%) Cognos
6 12 (4.15%) SAP
7 10 (3.46%) Talend
8 8 (2.77%) Salesforce.com
9 7 (2.42%) WorldPay
10 6 (2.08%) JDA
11 5 (1.73%) EXASOL
11 5 (1.73%) IBM
12 4 (1.38%) Alteryx
13 3 (1.04%) MicroStrategy
14 2 (0.69%) Cloudera
14 2 (0.69%) Sitecore
15 1 (0.35%) RedGate
15 1 (0.35%) Splunk